Skip to content

Instantly share code, notes, and snippets.

LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@thimira24
thimira24 / MicrosoftOffice2019Activate.cmd
Created September 22, 2021 04:49
Microsoft Office 2019 Activate
@echo off
title Activate Microsoft Office 2019 ALL versions for FREE!&cls&echo ============================================================================&echo #Project: Activating Microsoft software products for FREE without software&echo ============================================================================&echo.&echo #Supported products:&echo - Microsoft Office Standard 2019&echo - Microsoft Office Professional Plus 2019&echo.&echo.&(if exist "%ProgramFiles%\Microsoft Office\Office16\ospp.vbs" cd /d "%ProgramFiles%\Microsoft Office\Office16")&(if exist "%ProgramFiles(x86)%\Microsoft Office\Office16\ospp.vbs" cd /d "%ProgramFiles(x86)%\Microsoft Office\Office16")&(for /f %%x in ('dir /b ..\root\Licenses16\ProPlus2019VL*.xrm-ms') do cscript ospp.vbs /inslic:"..\root\Licenses16\%%x" >nul)&(for /f %%x in ('dir /b ..\root\Licenses16\ProPlus2019VL*.xrm-ms') do cscript ospp.vbs /inslic:"..\root\Licenses16\%%x" >nul)&echo.&echo ============================================================================&ech
@ongkiii
ongkiii / IPA-Sources.md
Last active July 28, 2026 22:09
REPOS/TELEGRAM CHANNELS LIST BY u/angkitbharadwaj
@jojonas
jojonas / love2d-unpacker.py
Last active July 28, 2026 22:06
Love2d executable unpacker.
import argparse
import os, os.path
import zipfile
import io
def readui32(file):
bytes = file.read(4)
number = bytes[0]
number += bytes[1] << 8
number += bytes[2] << 16
@ZsZs73
ZsZs73 / pbs_up-down.sh
Last active July 28, 2026 22:04
Proxmox backup server on-demand wakeonlan wake-on-lan
#!/bin/bash
#
# Instructions
# ------------
# do the following on every node of your cluster
# - save this script to /etc/pbs_up-down.sh
# - chmod 755 /etc/pbs_up-down.sh
# - add the following line to /etc/vzdump.conf on (without the #)
# script: /etc/pbs_up-down.sh
# - set up ssh key authentication from the root@PVE and root@PBS
@slainless
slainless / Bypass FRP.md
Last active July 28, 2026 22:01
Bypass FRP

For educational purpose only (or for people who need to recover their phone).

I pray to Allah that He curse anyone who use this gist for malicious purpose.


FYI, i'm using Samsung A50F, I don't know whether this will work on other brand.

If you have tried this and failed:

  • Remove FRP via Test Mode screen
@aamiaa
aamiaa / CompleteDiscordQuest.md
Last active July 28, 2026 21:53
Complete Recent Discord Quest

Caution

As of April 7th 2026, Discord has expressed their intent to crack down on automating quest completion.

Some users have received the following system message:

image

There isn't much I can do to make the script undetected, so use it at your own risk, as you most likely WILL get flagged by doing so.

Complete Recent Discord Quest